HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data

8 February 2021

Jimeng Sun

Papers citing "HINT: Hierarchical Interaction Network for Trial Outcome Prediction Leveraging Web Data"

38 / 38 papers shown

Title
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation models Alejandro Velez-Arce Marinka Zitnik 24 0 0 08 May 2025
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 110 0 0 04 May 2025
MEXA-CTP: Mode Experts Cross-Attention for Clinical Trial Outcome Prediction Yiqing Zhang Xiaozhong Liu Fabricio Murai 39 0 0 12 Jan 2025
MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets Nassim Oufattole Teya Bergamaschi Aleksia Kolo Hyewon Jeong Hanna Gaggin Collin M. Stultz Matthew B. A. McDermott 46 1 0 31 Oct 2024
Retrieval-Reasoning Large Language Model-based Synthetic Clinical Trial Generation Zhihao Xu Fang Wu Tianfan Fu Yue Zhao SyDa LRM 47 0 0 16 Oct 2024
TrialSynth: Generation of Synthetic Sequential Clinical Trial Data Chufan Gao Mandis Beigi Afrah Shafquat Jacob Aptekar Jimeng Sun 28 0 0 11 Sep 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 44 9 0 06 Sep 2024
DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction Yoshitaka Inoue Tianci Song Tianfan Fu Augustin Luna Tianfan Fu LLMAG 41 0 0 23 Aug 2024
CTP-LLM: Clinical Trial Phase Transition Prediction Using Large Language Models Michael Reinisch Jianfeng He C. Liao Sauleh Ahmad Siddiqui Bei Xiao 33 1 0 20 Aug 2024
TrialEnroll: Predicting Clinical Trial Enrollment Success with Deep & Cross Network and Large Language Models Ling Yue Sixue Xing Jintai Chen Tianfan Fu 26 1 0 18 Jul 2024
DrugCLIP: Contrastive Drug-Disease Interaction For Drug Repurposing Yingzhou Lu Yaojun Hu Chenhao Li VLM 29 9 0 02 Jul 2024
TrialBench: Multi-Modal Artificial Intelligence-Ready Clinical Trial Datasets Jintai Chen Yaojun Hu Yue Wang Yingzhou Lu Xu Cao ... Jimeng Sun Lucas Glass Kexin Huang Marinka Zitnik Tianfan Fu 49 18 0 30 Jun 2024
Tx-LLM: A Large Language Model for Therapeutics Juan Manuel Zambrano Chaves Eric Wang Tao Tu E. D. Vaishnav Byron Lee S. S. Mahdavi Christopher Semturs David Fleet Vivek Natarajan Shekoofeh Azizi LM&MA 31 12 0 10 Jun 2024
Structure-based Drug Design Benchmark: Do 3D Methods Really Dominate? Kangyu Zheng Yingzhou Lu Zaixi Zhang Zhongwei Wan Yao Ma Marinka Zitnik Tianfan Fu ELM 36 6 0 04 Jun 2024
drGAT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network Yoshitaka Inoue Hunmin Lee Tianfan Fu Augustin Luna 35 6 0 14 May 2024
Language Interaction Network for Clinical Trial Approval Estimation Chufan Gao Tianfan Fu Jimeng Sun 32 1 0 26 Apr 2024
CT-Agent: Clinical Trial Multi-Agent with Large Language Model-based Reasoning Ling Yue Tianfan Fu LLMAG LRM ELM 27 5 0 23 Apr 2024
TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction Ling Yue Jonathan Li Sixue Xing Md Zabirul Islam Bolun Xia Tianfan Fu Jintai Chen 36 5 0 20 Apr 2024
TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model Yue Wang Tianfan Fu Yinlong Xu Zihan Ma Hongxia Xu Yingzhou Lu Bang Du Hong-Yan Gao Jian Wu LM&MA 50 27 0 01 Apr 2024
Multimodal Clinical Trial Outcome Prediction with Large Language Models Wenhao Zheng Dongsheng Peng Hongxia Xu Yun-Qing Li Hongtu Zhu Tianfan Fu Huaxiu Yao Huaxiu Yao 50 5 0 09 Feb 2024
Uncertainty Quantification on Clinical Trial Outcome Prediction Tianyi Chen Yingzhou Lu Nan Hao Capucine Van Rechem Jintai Chen Tianfan Fu 25 21 0 07 Jan 2024
A Systematic Survey in Geometric Deep Learning for Structure-based Drug Design Zaixin Zhang Jiaxian Yan Qi Liu Enhong Chen Marinka Zitnik 32 1 0 20 Jun 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 36 12 0 07 Jun 2023
PyTrial: Machine Learning Software and Benchmark for Clinical Trial Applications Zifeng Wang B. Theodorou Tianfan Fu Cao Xiao Jimeng Sun LM&MA 22 2 0 06 Jun 2023
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection B. Theodorou Lucas Glass Cao Xiao Jimeng Sun 29 7 0 30 May 2023
MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement Zifeng Wang Chufan Gao Cao Xiao Jimeng Sun LMTD 25 12 0 20 May 2023
SPOT: Sequential Predictive Modeling of Clinical Trial Outcome with Meta-Learning Zifeng Wang Cao Xiao Jimeng Sun 16 17 0 07 Apr 2023
GNN-Ensemble: Towards Random Decision Graph Neural Networks Wenqi Wei Mu Qiao D. Jadav AAML AI4CE 30 3 0 20 Mar 2023
Machine Learning for Synthetic Data Generation: A Review Ying-Cheng Lu Minjie Shen Huazheng Wang Xiao Wang Capucine Van Rechem Tianfan Fu Wenqi Wei SyDa 42 140 0 08 Feb 2023
Continuous Diagnosis and Prognosis by Controlling the Update Process of Deep Neural Networks Chenxi Sun Hongyan Li Moxian Song D. Cai B. Zhang linda Qiao 26 8 0 06 Oct 2022
Artificial Intelligence for In Silico Clinical Trials: A Review Zifeng Wang Chufan Gao Lucas Glass Jimeng Sun 24 12 0 16 Sep 2022
MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design Yuanqi Du Tianfan Fu Jimeng Sun Shengchao Liu AI4CE 31 86 0 28 Mar 2022
Interpretable Molecular Graph Generation via Monotonic Constraints Yuanqi Du Xiaojie Guo Amarda Shehu Liang Zhao 63 19 0 28 Feb 2022
ECOD: Unsupervised Outlier Detection Using Empirical Cumulative Distribution Functions Zheng Li Yue Zhao Xiyang Hu N. Botta C. Ionescu George H. Chen 27 281 0 02 Jan 2022
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding Jingya Zhou Ling Liu Wenqi Wei Jianxi Fan AI4TS 35 73 0 14 Oct 2021
PyHealth: A Python Library for Health Predictive Models Yue Zhao Zhi Qiao Cao Xiao Lucas Glass Jimeng Sun LM&MA VLM OOD AI4TS AI4MH 26 22 0 11 Jan 2021
Bitcoin Transaction Forecasting with Deep Network Representation Learning Wenqi Wei Qi Zhang Ling Liu AI4TS 36 20 0 15 Jul 2020
Junction Tree Variational Autoencoder for Molecular Graph Generation Wengong Jin Regina Barzilay Tommi Jaakkola 224 1,340 0 12 Feb 2018